| Literature DB >> 20570838 |
Gregory Livshits1, Sergey Ermakov, Maria Popham, Alex J Macgregor, Philip N Sambrook, Timothy D Spector, Frances M K Williams.
Abstract
OBJECTIVE: Osteoarthritis (OA) and osteoporosis are often considered to lie at opposite ends of a spectrum of bone phenotypes. Lumbar degenerative disc disease (LDD) may be associated with low back pain (LBP) and is similar in many ways to OA. LDD is reported in small studies to be associated with increased spine bone mineral density (BMD). The present work aimed to confirm this association in a large population sample using MRI and explore the relationship further, in particular to determine whether it is mediated genetically.Entities:
Mesh:
Year: 2010 PMID: 20570838 PMCID: PMC3002767 DOI: 10.1136/ard.2010.131441
Source DB: PubMed Journal: Ann Rheum Dis ISSN: 0003-4967 Impact factor: 19.103
Basic descriptive statistics of the UK Twins sample showing available sample size for each phenotype
| Phenotype | N | Mean | Median | Minimum | Maximum | SD |
|---|---|---|---|---|---|---|
| Age, years | 2256 | 53.39 | 53.02 | 31.88 | 73.80 | 8.19 |
| Height, cm | 2256 | 162.22 | 162.00 | 142.00 | 182.00 | 5.77 |
| Weight, kg | 2256 | 64.93 | 63.00 | 43.00 | 128.00 | 11.39 |
| BMI, kg/m2 | 2256 | 24.74 | 23.93 | 16.23 | 51.39 | 4.24 |
| Smoking, pack years | 1378 | 4.11 | 0 | 0 | 78 | 10.21 |
| Manual work, years | 2308 | 3.06 | 0 | 0 | 46 | 7.55 |
| Disc height | 904 | 3.76 | 4 | 0 | 15 | 2.68 |
| Disc signal | 906 | 5.92 | 6 | 0 | 15 | 3.26 |
| Disc bulge | 908 | 2.19 | 2 | 0 | 10 | 1.79 |
| Anterior osteophytes | 903 | 1.49 | 1 | 0 | 13 | 1.99 |
| LDD summary score | 898 | 13.38 | 12 | 0 | 53 | 7.66 |
| Hip BMD, g/cm2 | 5162 | 0.91 | 0.91 | 0.60 | 1.37 | 0.13 |
| Lumbar spine BMD, g/cm2 | 912 | 0.99 | 0.99 | 0.56 | 1.54 | 0.16 |
N is the sample size available for each phenotype.
Summary trait score (0–3) over five intervertebral discs.
Summary score of the four trait scores.
BMD, body mineral density; BMI, body mass index; LDD, lumbar degenerative disc disease.
Figure 1Age-adjusted lumbar degenerative disc disease (LDD) summary score (mean±SE) by (A) lumbar spine bone mineral density (BMD) and (B) hip BMD. BMD categories 1 to 5 correspond to values in the ranges: <−1.5 SD, 1.5 SD to −0.5 SD, −0.5 SD to 0.5 SD, 0.5 SD to –1.5 SD and >1.5 SD, respectively. (A) Regression coefficient, b=0.24±0.03, p<0.0001, N=877. (B) Regression coefficient, b=0.18±0.03, p<0.0001, N=890.
LDD traits and summary score with risk factors: multivariate multiple regression analysis (for entire model, multiple p<0.0001)
| Age, years | Lumbar BMD | Weight, kg | Exercise (yes) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dependent variable | Model R2 | R2 increment | β | r | R2 increment | β | R2 increment | β | R2 increment | β | |||
| Disc height | |||||||||||||
| Disc signal | 0.001 | 0.024 | 0.039 | ||||||||||
| Disc bulge | 0.001 | 0.029 | 0.002 | 0.044 | 0.058 | ||||||||
| Anterior osteophytes | 0.000 | 0.019 | |||||||||||
| LDD summary score | |||||||||||||
| Multiple p value | <0.0001 | <0.0001 | <0.0001 | <0.0001 | |||||||||
R2 increment was calculated as squared semipartial correlation; this reflects the drop in R2 of the model if a particular predictor had been excluded from the model, with the rest of predictors remaining in the model.
Statistically significant terms (p<0.05, at least) are shown in bold, specifically:
p value <0.05;
p value <0.01;
p value <0.001.
R is the Pearson correlation between raw LDD traits and age;
is the Pearson correlation between the variables adjusted for age only.
BMD, body mineral density; LDD, lumbar degenerative disc disease.
Bivariate variance component analysis of LDD summary score with lumbar spine BMD with simultaneous adjustment for covariates
| Parameter | Lumbar spine BMD | LDD summary score | Hip BMD |
|---|---|---|---|
| σAD2 | 0.660±0.038 | 0.483±0.045 | 0.571±0.030 |
| σRS2 | 0.131±0.014 | 0.225±0.025 | 0.165±0.007 |
| α0 | 0.255±0.046 | −0.0062±0.035 | 0.017±0.015 |
| βEXCERCISE | NS | NS | NS |
| βWEIGHT | 0.372±0.034 | 0.127±0.030 | 0.405±0.012 |
| βAGE | −0.521±0.061 | 0.516±0.035 | −0.346±0.016 |
| Pairwise correlations with LDD summary score: | |||
| RPHENOTYPE | 0.247±0.031 | 0.182±0.033 | |
| RADD GENETIC | 0.232±0.050 | 0.137±0.049 | |
| RENVIRONMETAL | 0.205±0.074 | NS | |
All variables were standardised prior to genetic analysis.
σAD2/σRS2, variance component estimates attributable to genetic and random environmental effects for each variable separately. σAD2 is equal to heritability estimate, h2.
α0 and β are regression parameters, intercept and slop, reflecting influence of the potential risk factors.
Pairwise correlations are between lumbar spine BMD and LDD, and between hip BMD and LDD, respectively.
BMD, bone mineral density; LDD, lumbar degenerative disc disease.
Figure 2Inter-relationships between lumbar degenerative disc disease (LDD), hip and spine bone mineral density (BMD) and other risk factors for LDD. The contribution of genetic factors (G) to variation of each dependent variable (labelled h, heritability) and to their pairwise covariation (g). The figure also shows phenotypic correlations (adjusted for age) between LDD and other variables, ‘p’. The figure is based mostly on data in tables 2 and 3.